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50aa97da45
Feat/flexkv main connector (#29701 )
linhu-nv
2026-07-07 15:35:52 +08:00
dabd4cfcfd
[AMD] Cap DSV4 Flash max_total_num_tokens (#30313 )
Bingxu Chen and YC Yen-Ching Tseng
2026-07-07 15:33:05 +08:00
99db3b0fa5
ci: run jit-kernel tests on scheduled full runs (#30306 )
Alison Shao
2026-07-07 00:14:39 -07:00
9a6f8e5992
[AMD] Fix DeepSeek V4 MTP accuracy issue (#30333 )
Wang, FangYuan
2026-07-07 14:57:57 +08:00
669fd4b8a5
[PP] Fix start_layer_id with pp in get kv_buffer_shape (#29887 )
2026-07-07 14:54:38 +08:00
fefc1743a9
Cute-DSL FP8 MQA logits (#25220 )
2026-07-06 23:34:07 -07:00
2d9f0b3317
[NPU] [DOC] Update arguments detail to NPU support features page (#30328 )
ZeyuanChen2000
2026-07-07 14:09:46 +08:00
1da7d3a50b
[MoE] Retire the AOT moe_fused_gate / kimi_k2_moe_fused_gate gate kernels (#26771 ) (#29997 )
Xiaoyu Zhang and Claude Opus 4.8
2026-07-07 13:53:17 +08:00
9bd02dc5b9
feat(sgl-kernel): add InfLLM v2 attention kernels (#29383 )
2026-07-07 13:46:54 +08:00
be70bfbdbb
[DSA] Fold page-table into fused top-k v2 (decode): drop page_size=1 expansion (#30274 )
DarkSharpness
2026-07-07 12:28:05 +08:00
36b449af19
[EPD] Optimize multimodal global cache with paged embedding pool (#28441 )
2026-07-07 12:05:52 +08:00
541f9221da
feat(metrics): add Prometheus metrics for the EPD encoder server (#27564 )
Zyann
2026-07-07 12:04:51 +08:00
abafe0022e
[Unified Radix Cache] Rename tree variables to cache in unittest (#30281 )
Jialin Ouyang
2026-07-06 20:48:37 -07:00
998acf7df8
[DOCS][NPU]update npu support features (#30324 )
loading66
2026-07-07 11:37:19 +08:00
16372b4c5f
[Spec] Anchor GLM-5.2 MTP IndexShare topk on the draft-extend step (#29787 )
2026-07-06 20:36:48 -07:00
4145e595cf
[MLX] Add correctness tests for qwen2_moe and qwen3_moe (#29440 )
Siming Deng
2026-07-07 11:32:12 +08:00
df06e03662
[MLX] Size the attention KV pool at the compute dtype for quantized models (#30097 )
Siming Deng and siming-deng
2026-07-07 11:31:59 +08:00
c3da0a2582
[MLX] Fix single-token chunked-prefill continuation misrouted as decode (#30181 )
NOOB
2026-07-07 09:01:33 +05:30
3a679459e5
[bench] Add agentic-trace multi-turn dataset to bench_serving (#29215 )
2026-07-06 19:45:44 -07:00
e85ef54877
Support Cutedsl BF16 GEMM JIT kernel (#30117 )
2026-07-06 19:16:16 -07:00
267ff1b5f9
Fix LTX2 RoPE JIT kernel CI (#30278 )
Brayden Zhong and Brayden Zhong
2026-07-06 19:15:21 -07:00
6279805962
[DSv4] Loading Time Weight Dequant (#27867 )
laixin and Peng Zhang
2026-07-07 09:54:34 +08:00
3cbb7568bd
[Experimental] Full Cuda Graph Support for Prefill (#27988 )
Yuwei An
2026-07-06 18:13:03 -07:00
c861896721
[refactor] Resolve config declarations onto server_args at the end of __post_init__ (#30297 )
Cheng Wan
2026-07-06 18:04:44 -07:00
cf4edda956
docs: sync LMSYS SGLang blog cards (#30311 )
sglang-bot and sglang-bot
2026-07-06 18:04:21 -07:00
4b5c612257
Skip redundant moe_sum_reduce for single-expert routing on XPU (#22660 )
Rahul Vijayaraghavan and Ma Mingfei
2026-07-07 06:33:16 +05:30
7047afafec
[diffusion] fix: slice img_shapes per-sample in rollout response extractor (#29989 )
Rockdu
2026-07-06 17:56:52 -07:00
30fb0dd851
[CPU] add fused_qk_gemma_norm and refactor norm kernel implementation (#30216 )
Ma Mingfei
2026-07-07 08:52:59 +08:00
6c1fb8a937
[diffusion] fix: fix ragged-caption dynamic-batching accuracy bug in ernie-Image (#30241 )
Mick
2026-07-07 08:41:51 +08:00
b41552334d
Fix disagg speculative decoding with NIXL connector (#30222 )
nvjullin
2026-07-07 06:51:33 +08:00
1c23954cb9
[NPU] Add new diffusion tests (#29331 )
Elizaveta Martirosian and Elizaveta Martirosian
2026-07-07 00:40:26 +03:00
093256aa4b
[Mamba] Fix long-prefill accuracy drop in radix prefix-cache state restore (#29368 )
Aditya Kamat
2026-07-06 13:57:44 -07:00
ca73c77055
[Diffusion] cache cross-attn K/V across denoise steps for Helios (#29755 )
Thomas and ronnie_zheng
2026-07-07 04:56:37 +08:00
d8462f4961
Fixes for NVFP4 numerical accuracy for router GEMM output and wrong correction bias cast (#29783 )
Brayden Zhong and Brayden Zhong
2026-07-06 13:53:05 -07:00
1579a82d17
[MLX] Fix FakeOverlapScheduler test stub broken by forward_ct accounting (#30125 )
Lijuan Tang
2026-07-06 13:43:40 -07:00
8f40b5eb3f
When attention TP for linear and full attention, use Flashinfer allreduce fusion (#29699 )
Brayden Zhong and Brayden Zhong
2026-07-06 13:01:53 -07:00
52c6e27e7e
[AMD][diffusion] fix: disable layernorm torch.compile decorator in eager mode on ROCm to avoid memory-access fault (#29673 )
sushil Dubey
2026-07-06 23:45:57 +05:30
3abdbab9bb
✨ [llm][npu][quant] Add W4A8 MXFP quantization support for Qwen3 Dense on Ascend NPU (#23650 )
Junlin Wu and ronnie_zheng
2026-07-07 00:23:26 +08:00
1b481deade
feat: sync npu nightly test improvements from Ascend testcases (#29403 )
hhhh1252023
2026-07-06 22:41:15 +08:00
80decc78ec
[AMD][DeepSeek V4] Set SGLANG_OPT_FLASHMLA_SPARSE_PREFILL to false on hip code path (#30237 )
Thomas Wang
2026-07-06 16:25:55 +08:00
b3ab56545b
Add Accuracy Benchmark for OCR models (#25364 )
Chetan Kumar Verma and Ma Mingfei
2026-07-06 13:48:43 +05:30
e2b55bdbab
NUMA: probe numactl binding and fall back when --membind is rejected (#28401 )
chengcuiping and Mohammad Miadh Angkad
2026-07-06 16:03:59 +08:00
7c9bb316cf
docs(cookbook): total (input+output) throughput per GPU + percentile latency labels (#30214 )
zijiexia and Claude Opus 4.8
2026-07-06 00:39:48 -07:00
5f98f62a8a
[diffusion] perf: tp-shard every text/image encoder across the full DiT replica (any parallelism) (#30086 )
Mick
2026-07-06 14:48:07 +08:00
de00b838c4
[diffusion] fix: pass progressive params through image API (#30148 )
Jzz1943
2026-07-06 14:45:45 +08:00
6bb2918938
Bugfix qwen prefix cache circumstances (#30047 )
McZyWu
2026-07-06 14:39:30 +08:00
24c42c90be
Clean up ServerArgs post-init dispatch (#30186 )
Lianmin Zheng
2026-07-05 23:05:07 -07:00
5eb1b6a7ba
Remove retired DSA env paths (#29912 )
Baizhou Zhang
2026-07-05 22:58:02 -07:00
6f22790943
cookbook: add Hunyuan 3 (Hy3) Day-0 page (#30201 )
Xinyuan Tong
2026-07-06 13:30:47 +08:00
b1942fc3ea
[Model] Support Qwen3.6 ModelOpt mixed NVFP4 (#27906 )
Mohammad Miadh Angkad
2026-07-06 12:31:15 +08:00
cc7d7ba3dd
[Intel XPU] Bump nightly per-file timeout to 120m and extend XPU CI monitor (#30100 )
ashwini rathi
2026-07-06 09:56:28 +05:30
850719ebd9
[XPU] Unbreak stage-b: re-add --disable-decode-cuda-graph, quarantine EAGLE3 parity (#30048 )
ashwini rathi and arathi-hlab
2026-07-06 09:55:46 +05:30
81735ecf80
[AMD ]Feat/dsv4 ep tbo prefill (#29362 )
2026-07-06 12:18:34 +08:00
c016c6f355
[JIT Kernel] DeepSeek-V4 DSA indexer: faster top-k + page-table transform (runtime k <= 2048) (#26788 )
DarkSharpness and Claude
2026-07-06 11:23:39 +08:00
c9ceab34cf
[AMD] [Docker] Update MoRI to v1.2.1 (#29394 )
Duyi-Wang
2026-07-06 10:37:04 +08:00
9d00385b63
Cleanup: relocate temp_set_env and consolidate multi-device/CUDA helpers in common.py (#30180 )
Lianmin Zheng
2026-07-05 18:47:26 -07:00
8673e85e6c
Remove # fmt: off from environ.py Envs class (#30153 )
Lianmin Zheng
2026-07-05 12:45:24 -07:00
92a1f6e06c
[refactor] Reorder ServerArgs sections common-first; inline LLAMA4/MIMO_V2 arch tuples (#30151 )
Lianmin Zheng
2026-07-05 12:17:24 -07:00
48ba79c11e
[BugFix] Release HiCache prefetch resources on disagg-prefill bootstrap-queue abort (#30053 )
Kevin Flansburg
2026-07-05 09:06:59 -07:00
602c8615a1
[fix] Reconcile the legacy-getter ratchet baseline after racing merges (#30154 )
Cheng Wan and Claude Fable 5
2026-07-05 07:06:07 -07:00
931b00f1b0
[diffusion] Clean up duplicate helper definitions (#30159 )
Xiaoyu Zhang
2026-07-05 22:05:11 +08:00
3ea875fef4
[chore] Remove the stack-review placeholder file (#30149 )
Cheng Wan
2026-07-05 02:39:45 -07:00
addffd7489
[Diffusion] Diffusion model support log-requests (#23049 )
2026-07-05 17:01:26 +08:00
b070cb2ae0
Fix Diffusion GT generation pipelines (#29926 )
2026-07-05 11:43:50 +03:00
8fb99bbaf8
[refactor] Config resolution pipeline: full-stack review (10-PR series, review only) (#30137 )
Cheng Wan
2026-07-05 00:00:07 -07:00
ce733f106b
[AMD] Fix RMSNorm batch-invariance on ROCm under deterministic inference (#28787 )
Yuankai Chen and Chun Fang
2026-07-05 14:49:06 +08:00
67361ff91b
[AMD][DI][CI] 3/N Add Kimi K2.6 FP8 MI355X 1P1D nightly recipes (#29855 )
Zhaoyi Li and bingxche
2026-07-04 23:05:12 -05:00
a37bc2456d
[diffusion] refactor: consolidate diffusion weight load planning (#30118 )
Mick
2026-07-05 11:59:50 +08:00
5e6f49c986
[diffusion] feat: add LingBot realtime prompt, KV window, and lazy VAE controls (#30040 )
HuangJi
2026-07-05 11:11:54 +08:00
fbe3110866
Make mem_fraction_static reserve disaggregation-mode aware (#29615 )
cctry
2026-07-04 18:44:06 -07:00
754524d8de
[Fix] Skip cross-node probe in MultimemAllGatherer on single-node runs (fixes mooncake EP segfault) (#30139 )
Cheng Wan
2026-07-04 15:36:23 -07:00
00f088f6be
[fix] Wrap the sp_shard test entry point in sys.exit so failures propagate (#30138 )
Cheng Wan
2026-07-04 14:23:40 -07:00
63c4996fef
fix: populate batch req rids and per-request http_worker_ipc for mult… (#29882 )
ybyang
2026-07-05 03:09:41 +08:00
854b46be99
feat(parser): resolve special-token suffix at runtime for compatibility (#29920 )
Xinyuan Tong
2026-07-05 00:13:46 +08:00
763c6bf372
[diffusion] perf: add unified SP shard helpers and zero-copy tail-pad attention (#30107 )
Mick
2026-07-04 23:57:39 +08:00
b7c3709f33
[diffusion] fix: fix z-Image online fp8 quantization crash with dit_cpu_offload (#29903 )
Praneth Paruchuri and Mick
2026-07-04 21:10:43 +05:30
6dd0cefb2a
[CI] Revert ModelOpt NVFP4 threshold relax (#29844 )
Xiaoyu Zhang
2026-07-04 21:17:32 +08:00
36fc0093d6
[diffusion] fix: shut down diffusion workers on serve exit (#30110 )
Mick
2026-07-04 20:42:39 +08:00
e552f6ed75
[Fix] Fix DSA indexer fusion for NeoX RoPE (#30111 )
Baizhou Zhang
2026-07-04 03:20:55 -07:00
92b800c531
[DSA][GLM5.2] Index Share for MHA (#29959 )
Kaixi
2026-07-04 11:50:26 +02:00
b941e337a4
[refactor] Rename Arg.model_overridable to Arg.resolvable (stack 15/15) (#30077 )
Cheng Wan and Claude Fable 5
2026-07-04 02:23:01 -07:00
7ea2284551
[refactor] Migrate the DeepSeek family and the parallel-request chains (stack 14/15) (#30076 )
Cheng Wan and Claude Fable 5
2026-07-04 02:22:50 -07:00
3836cba9ee
[refactor] Migrate the moe_runner_backend / quantization resolution chains (stack 13/15) (#30075 )
Cheng Wan and Claude Fable 5
2026-07-04 02:22:38 -07:00
276fbfe880
[refactor] Migrate the page_size resolution chain (stack 12/15) (#30074 )
Cheng Wan and Claude Fable 5
2026-07-04 02:22:28 -07:00
abbb41a214
[refactor] Migrate the attention_backend resolution chain (stack 11/15) (#30073 )
Cheng Wan and Claude Fable 5
2026-07-04 02:22:17 -07:00
5c95bf15c8
[refactor] Add the post-process resolution stage; migrate sampling_backend (stack 10/15) (#30072 )
Cheng Wan and Claude Fable 5
2026-07-04 02:22:05 -07:00
ae29c5a1dc
[refactor] Sweep disable_hybrid_swa_memory writers; close the dtype family (stack 9/15) (#30071 )
Cheng Wan and Claude Fable 5
2026-07-04 02:21:54 -07:00
4bf4db09f6
[refactor] Add predicate-keyed registration; migrate the Step3p family (stack 8/15) (#30070 )
Cheng Wan and Claude Fable 5
2026-07-04 02:21:43 -07:00
8d8f17e28c
[refactor] Migrate the first override families: Mistral/Pixtral dtype, MiniMaxM2, MiMoV2 (stack 7/15) (#30069 )
Cheng Wan and Claude Fable 5
2026-07-04 02:21:32 -07:00
df6491d80c
[refactor] Wire the config resolution pipeline (dispatch, stash, dual-apply, publish) (stack 6/15) (#30068 )
Cheng Wan and Claude Fable 5
2026-07-04 02:21:21 -07:00
c3d751b231
[refactor] Add the declarative model-override registry and resolution gate (stack 5/15) (#30067 )
Cheng Wan and Claude Fable 5
2026-07-04 02:21:09 -07:00
10f258257f
[refactor] Add the resolved-flags tier + resolvable-field metadata (stack 4/15) (#30066 )
Cheng Wan and Claude Fable 5
2026-07-04 02:20:58 -07:00
ff57171f98
[refactor] Soft-deprecate the legacy global ServerArgs accessors + ratchet (stack 3/15) (#30065 )
Cheng Wan and Claude Fable 5
2026-07-04 02:20:46 -07:00
def20782cf
[refactor] Move ServerArgs ownership into the runtime context (stack 2/15) (#30064 )
Cheng Wan and Claude Fable 5
2026-07-04 02:20:34 -07:00
6d662c9245
[refactor] Add a read-through server_args accessor to RuntimeContext (stack 1/15) (#30063 )
Cheng Wan and Claude Fable 5
2026-07-04 02:19:46 -07:00
03962d4238
[diffusion] feat: enable compile warmup for vae decode (#29306 )
Mick
2026-07-04 15:25:26 +08:00
576dc31e33
Avoid logits multimem all-gather on cross-node TP groups (#29881 )
san-tian
2026-07-04 15:24:58 +08:00
88db9e033a
Adjust KL_THRESHOLD for log probability calculations (#30101 )
Cheng Wan
2026-07-03 23:53:51 -07:00
ad744c6c6b
[trtllm_mha] Fuse cuda-graph metadata rebuild into one triton kernel (#29843 )
Pranjal Shankhdhar and pranjalssh
2026-07-04 10:54:28 +05:30
4028304579
[DSA] Disable indexer fusion by default to restore DeepSeek-V3.2 accuracy (#30088 )
Cheng Wan
2026-07-03 20:50:37 -07:00